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BowieHsu avatar BowieHsu commented on July 17, 2024

@JunDaLee 您好,感谢您对我们项目的关注,我们开源的这个版本是从我们内部的检测库里面摘出来的,内部版本是可以同时支持您说的这些功能的,COCO上的0.01是调参之后得到的最佳参数,syncbn这块确实没做过实验,交流群现在还没有,您有问题可以先版聊或者mail给我

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JunDaLee avatar JunDaLee commented on July 17, 2024

您好,我想请教一下关于efficient teacher实验的一些内容。
在efficient teacher论文中使用yolov5-l模型,coco数据label占比最大为10%。
我使用更小的模型(tiny),使用更多的数据(coco数据label占比50%),实验参数基本与yolov5-l_10_percent保持一致。
发现ssod的效果和监督训练相比,相差比较大,而且ssod的训练过程很不稳定。请问有没有进行过小模型,标签数据占比大的一些实验。或者我的实验存在这种现象有什么可能原因吗?谢谢。

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BowieHsu avatar BowieHsu commented on July 17, 2024

@JunDaLee 您好,相差比较大的情况是多大啊,是变差了很多吗?我们在跑S的实验,目前还调参

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JunDaLee avatar JunDaLee commented on July 17, 2024

监督训练大概0.26,ssod只有0.08。

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BowieHsu avatar BowieHsu commented on July 17, 2024

@JunDaLee 您好,请问问题解决了吗,最近有点忙没有及时解issue

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JunDaLee avatar JunDaLee commented on July 17, 2024

你好,我目前解决了一些问题。但依旧存在一些问题。
使用yolov7-tiny,训练coco 50% labelled+50% unlabelled,监督训练是0.26,半监督训练是0.24,半监督结果弱于监督结果,暂时不清楚是不是因为数据比例的原因。

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